Reading training examples...done
Training set properties: 49 features, 90 rankings, 8132 examples
NOTE: Adjusted stopping criterion relative to maximum loss: eps=0.528367
Iter 1: .........*(NumConst=1, SV=1, CEps=528.3667, QPEps=0.0000)
Iter 2: .........*(NumConst=2, SV=2, CEps=932.6413, QPEps=0.0000)
Iter 3: .........*(NumConst=3, SV=3, CEps=743.0529, QPEps=0.0012)
Iter 4: .........*(NumConst=4, SV=4, CEps=1866.2072, QPEps=0.0022)
Iter 5: .........*(NumConst=5, SV=4, CEps=756.7084, QPEps=0.0045)
Iter 6: .........*(NumConst=6, SV=6, CEps=469.1848, QPEps=0.0029)
Iter 7: .........*(NumConst=7, SV=6, CEps=1029.2475, QPEps=0.0036)
Iter 8: .........*(NumConst=8, SV=8, CEps=870.8595, QPEps=0.0016)
Iter 9: .........*(NumConst=9, SV=7, CEps=885.5590, QPEps=0.0025)
Iter 10: .........*(NumConst=10, SV=7, CEps=707.7034, QPEps=0.0061)
Iter 11: .........*(NumConst=11, SV=7, CEps=1133.6407, QPEps=9.0882)
Iter 12: .........*(NumConst=12, SV=7, CEps=1022.1388, QPEps=0.0048)
Iter 13: .........*(NumConst=13, SV=9, CEps=830.2948, QPEps=0.0010)
Iter 14: .........*(NumConst=14, SV=8, CEps=1042.6103, QPEps=9.2254)
Iter 15: .........*(NumConst=15, SV=8, CEps=1036.2983, QPEps=0.0248)
Iter 16: .........*(NumConst=16, SV=9, CEps=623.9511, QPEps=0.0104)
Iter 17: .........*(NumConst=17, SV=10, CEps=540.5752, QPEps=0.0102)
Iter 18: .........*(NumConst=18, SV=10, CEps=934.5947, QPEps=0.0006)
Iter 19: .........*(NumConst=19, SV=11, CEps=519.4024, QPEps=17.3441)
Iter 20: .........*(NumConst=20, SV=11, CEps=331.7263, QPEps=33.8598)
Iter 21: .........*(NumConst=21, SV=12, CEps=266.0091, QPEps=37.2056)
Iter 22: .........*(NumConst=22, SV=13, CEps=292.9839, QPEps=18.5391)
Iter 23: .........*(NumConst=23, SV=16, CEps=249.4998, QPEps=39.0748)
Iter 24: .........*(NumConst=24, SV=13, CEps=147.0124, QPEps=48.6683)
Iter 25: .........*(NumConst=25, SV=15, CEps=146.5851, QPEps=22.1962)
Iter 26: .........*(NumConst=26, SV=18, CEps=133.3068, QPEps=38.4874)
Iter 27: .........*(NumConst=27, SV=17, CEps=150.3104, QPEps=40.0995)
Iter 28: .........*(NumConst=28, SV=13, CEps=152.5344, QPEps=33.0575)
Iter 29: .........*(NumConst=29, SV=13, CEps=120.2194, QPEps=47.1802)
Iter 30: .........*(NumConst=30, SV=15, CEps=127.4787, QPEps=47.9084)
Iter 31: .........*(NumConst=31, SV=14, CEps=180.2387, QPEps=43.7003)
Iter 32: .........*(NumConst=32, SV=16, CEps=175.3855, QPEps=33.7877)
Iter 33: .........*(NumConst=33, SV=16, CEps=147.7633, QPEps=38.8521)
Iter 34: .........*(NumConst=34, SV=17, CEps=120.7924, QPEps=47.2333)
Iter 35: .........*(NumConst=35, SV=17, CEps=164.2272, QPEps=12.3874)
Iter 36: .........*(NumConst=36, SV=16, CEps=126.2669, QPEps=49.3437)
Iter 37: .........*(NumConst=37, SV=17, CEps=84.2348, QPEps=39.8645)
Iter 38: .........*(NumConst=38, SV=17, CEps=144.4384, QPEps=29.6190)
Iter 39: .........*(NumConst=39, SV=17, CEps=57.9045, QPEps=23.7814)
Iter 40: .........*(NumConst=40, SV=16, CEps=169.4481, QPEps=25.2863)
Iter 41: .........*(NumConst=41, SV=15, CEps=114.4849, QPEps=23.5322)
Iter 42: .........*(NumConst=42, SV=17, CEps=69.1070, QPEps=26.4615)
Iter 43: .........*(NumConst=43, SV=18, CEps=83.2001, QPEps=24.7891)
Iter 44: .........*(NumConst=44, SV=16, CEps=93.1192, QPEps=17.7546)
Iter 45: .........*(NumConst=45, SV=19, CEps=71.1952, QPEps=25.2481)
Iter 46: .........*(NumConst=46, SV=21, CEps=71.4013, QPEps=27.9626)
Iter 47: .........*(NumConst=47, SV=19, CEps=69.3829, QPEps=23.2875)
Iter 48: .........*(NumConst=48, SV=18, CEps=66.0642, QPEps=22.1119)
Iter 49: .........*(NumConst=49, SV=19, CEps=55.3527, QPEps=20.4336)
Iter 50: .........*(NumConst=50, SV=19, CEps=63.2734, QPEps=19.4874)
Iter 51: .........*(NumConst=51, SV=20, CEps=42.6616, QPEps=16.2124)
Iter 52: .........*(NumConst=52, SV=20, CEps=66.4222, QPEps=21.0870)
Iter 53: .........*(NumConst=53, SV=22, CEps=61.9050, QPEps=13.0576)
Iter 54: .........*(NumConst=54, SV=19, CEps=46.3915, QPEps=14.8099)
Iter 55: .........*(NumConst=55, SV=21, CEps=38.9160, QPEps=19.0646)
Iter 56: .........*(NumConst=56, SV=24, CEps=38.4199, QPEps=18.6601)
Iter 57: .........*(NumConst=57, SV=22, CEps=70.7314, QPEps=14.7224)
Iter 58: .........*(NumConst=57, SV=22, CEps=35.3957, QPEps=13.7590)
Iter 59: .........*(NumConst=58, SV=22, CEps=45.4600, QPEps=17.1120)
Iter 60: .........*(NumConst=59, SV=24, CEps=30.0516, QPEps=12.3825)
Iter 61: .........*(NumConst=60, SV=23, CEps=44.0164, QPEps=11.7523)
Iter 62: .........*(NumConst=61, SV=22, CEps=36.3091, QPEps=9.3095)
Iter 63: .........*(NumConst=61, SV=23, CEps=25.0685, QPEps=10.9157)
Iter 64: .........*(NumConst=61, SV=25, CEps=35.6423, QPEps=9.6870)
Iter 65: .........*(NumConst=62, SV=23, CEps=39.1959, QPEps=10.2605)
Iter 66: .........*(NumConst=63, SV=23, CEps=29.8904, QPEps=9.9614)
Iter 67: .........*(NumConst=64, SV=24, CEps=29.0483, QPEps=11.1323)
Iter 68: .........*(NumConst=65, SV=24, CEps=34.8033, QPEps=10.4002)
Iter 69: .........*(NumConst=66, SV=26, CEps=33.5201, QPEps=12.2588)
Iter 70: .........*(NumConst=66, SV=26, CEps=28.5693, QPEps=8.9241)
Iter 71: .........*(NumConst=67, SV=24, CEps=28.8939, QPEps=11.7945)
Iter 72: .........*(NumConst=68, SV=27, CEps=23.0580, QPEps=10.4665)
Iter 73: .........*(NumConst=67, SV=27, CEps=28.9184, QPEps=10.2895)
Iter 74: .........*(NumConst=68, SV=25, CEps=25.7739, QPEps=10.2903)
Iter 75: .........*(NumConst=69, SV=28, CEps=18.9564, QPEps=7.8473)
Iter 76: .........*(NumConst=68, SV=27, CEps=18.0593, QPEps=8.7452)
Iter 77: .........*(NumConst=65, SV=28, CEps=29.6616, QPEps=8.9409)
Iter 78: .........*(NumConst=66, SV=26, CEps=17.3916, QPEps=7.8415)
Iter 79: .........*(NumConst=67, SV=26, CEps=33.6480, QPEps=8.5164)
Iter 80: .........*(NumConst=68, SV=26, CEps=23.0684, QPEps=8.0693)
Iter 81: .........*(NumConst=69, SV=24, CEps=18.5590, QPEps=8.5065)
Iter 82: .........*(NumConst=70, SV=24, CEps=16.9127, QPEps=6.4334)
Iter 83: .........*(NumConst=70, SV=26, CEps=16.2048, QPEps=7.6121)
Iter 84: .........*(NumConst=69, SV=23, CEps=17.5736, QPEps=7.5586)
Iter 85: .........*(NumConst=69, SV=23, CEps=21.0296, QPEps=7.8061)
Iter 86: .........*(NumConst=70, SV=24, CEps=13.5075, QPEps=6.1243)
Iter 87: .........*(NumConst=71, SV=28, CEps=11.5102, QPEps=4.1375)
Iter 88: .........*(NumConst=72, SV=26, CEps=17.6998, QPEps=3.6615)
Iter 89: .........*(NumConst=71, SV=24, CEps=13.8363, QPEps=5.6959)
Iter 90: .........*(NumConst=71, SV=25, CEps=11.5390, QPEps=5.1082)
Iter 91: .........*(NumConst=72, SV=28, CEps=12.5792, QPEps=5.6263)
Iter 92: .........*(NumConst=72, SV=28, CEps=17.3036, QPEps=4.9395)
Iter 93: .........*(NumConst=72, SV=28, CEps=18.1254, QPEps=5.4641)
Iter 94: .........*(NumConst=73, SV=27, CEps=14.3267, QPEps=5.6296)
Iter 95: .........*(NumConst=74, SV=25, CEps=8.6803, QPEps=2.3614)
Iter 96: .........*(NumConst=74, SV=21, CEps=15.9782, QPEps=3.1514)
Iter 97: .........*(NumConst=74, SV=22, CEps=11.3201, QPEps=3.9612)
Iter 98: .........*(NumConst=71, SV=24, CEps=9.5221, QPEps=4.0039)
Iter 99: .........*(NumConst=71, SV=26, CEps=14.0237, QPEps=1.8077)
Iter 100: .........*(NumConst=72, SV=23, CEps=11.3721, QPEps=3.0423)
Iter 101: .........*(NumConst=72, SV=24, CEps=11.8969, QPEps=4.1543)
Iter 102: .........*(NumConst=72, SV=25, CEps=9.0300, QPEps=4.0793)
Iter 103: .........*(NumConst=73, SV=26, CEps=7.1641, QPEps=2.4736)
Iter 104: .........*(NumConst=74, SV=26, CEps=8.9792, QPEps=2.8132)
Iter 105: .........*(NumConst=75, SV=26, CEps=8.8939, QPEps=3.4711)
Iter 106: .........*(NumConst=75, SV=24, CEps=7.7284, QPEps=3.3600)
Iter 107: .........*(NumConst=76, SV=24, CEps=6.3934, QPEps=2.6643)
Iter 108: .........*(NumConst=77, SV=23, CEps=6.2325, QPEps=2.9182)
Iter 109: .........*(NumConst=78, SV=25, CEps=8.9071, QPEps=2.4541)
Iter 110: .........*(NumConst=78, SV=24, CEps=6.0766, QPEps=2.4521)
Iter 111: .........*(NumConst=79, SV=24, CEps=4.6918, QPEps=2.0828)
Iter 112: .........*(NumConst=77, SV=26, CEps=7.7255, QPEps=2.2804)
Iter 113: .........*(NumConst=78, SV=28, CEps=9.4273, QPEps=2.3037)
Iter 114: .........*(NumConst=77, SV=24, CEps=5.6255, QPEps=2.2767)
Iter 115: .........*(NumConst=78, SV=24, CEps=5.9322, QPEps=1.7487)
Iter 116: .........*(NumConst=79, SV=25, CEps=5.8969, QPEps=2.0627)
Iter 117: .........*(NumConst=79, SV=23, CEps=5.4084, QPEps=2.0411)
Iter 118: .........*(NumConst=80, SV=24, CEps=7.2846, QPEps=2.2566)
Iter 119: .........*(NumConst=80, SV=27, CEps=3.9975, QPEps=1.8587)
Iter 120: .........*(NumConst=79, SV=29, CEps=7.5053, QPEps=1.8761)
Iter 121: .........*(NumConst=79, SV=26, CEps=5.0660, QPEps=1.8381)
Iter 122: .........*(NumConst=80, SV=24, CEps=4.0334, QPEps=0.7362)
Iter 123: .........*(NumConst=81, SV=24, CEps=5.0801, QPEps=1.3946)
Iter 124: .........*(NumConst=82, SV=26, CEps=4.4980, QPEps=1.6546)
Iter 125: .........*(NumConst=81, SV=25, CEps=2.9434, QPEps=1.0203)
Iter 126: .........*(NumConst=82, SV=24, CEps=3.2489, QPEps=1.3628)
Iter 127: .........*(NumConst=80, SV=23, CEps=4.3705, QPEps=1.4001)
Iter 128: .........*(NumConst=79, SV=23, CEps=4.3743, QPEps=1.2709)
Iter 129: .........*(NumConst=80, SV=24, CEps=3.5271, QPEps=1.4612)
Iter 130: .........*(NumConst=79, SV=24, CEps=3.5242, QPEps=1.4621)
Iter 131: .........*(NumConst=80, SV=25, CEps=4.0582, QPEps=0.9312)
Iter 132: .........*(NumConst=80, SV=26, CEps=3.3819, QPEps=1.2652)
Iter 133: .........*(NumConst=78, SV=25, CEps=3.8413, QPEps=1.4528)
Iter 134: .........*(NumConst=79, SV=26, CEps=4.0059, QPEps=1.4549)
Iter 135: .........*(NumConst=80, SV=28, CEps=2.9833, QPEps=1.3277)
Iter 136: .........*(NumConst=81, SV=26, CEps=3.6743, QPEps=1.3634)
Iter 137: .........*(NumConst=82, SV=27, CEps=2.8399, QPEps=1.3256)
Iter 138: .........*(NumConst=81, SV=29, CEps=2.5204, QPEps=1.1541)
Iter 139: .........*(NumConst=81, SV=29, CEps=2.1576, QPEps=1.0177)
Iter 140: .........*(NumConst=81, SV=27, CEps=2.9826, QPEps=0.7283)
Iter 141: .........*(NumConst=81, SV=29, CEps=2.3108, QPEps=0.9161)
Iter 142: .........*(NumConst=81, SV=27, CEps=3.2549, QPEps=0.6253)
Iter 143: .........*(NumConst=81, SV=29, CEps=1.9428, QPEps=0.7082)
Iter 144: .........*(NumConst=79, SV=31, CEps=2.3715, QPEps=0.7814)
Iter 145: .........*(NumConst=78, SV=27, CEps=2.2501, QPEps=0.8276)
Iter 146: .........*(NumConst=79, SV=27, CEps=2.9818, QPEps=0.6505)
Iter 147: .........*(NumConst=80, SV=28, CEps=2.1384, QPEps=0.8621)
Iter 148: .........*(NumConst=77, SV=28, CEps=1.9198, QPEps=0.7454)
Iter 149: .........*(NumConst=76, SV=27, CEps=2.5647, QPEps=0.7958)
Iter 150: .........*(NumConst=77, SV=28, CEps=3.4274, QPEps=0.9473)
Iter 151: .........*(NumConst=78, SV=27, CEps=2.5979, QPEps=0.8888)
Iter 152: .........*(NumConst=79, SV=27, CEps=1.4996, QPEps=0.7419)
Iter 153: .........*(NumConst=78, SV=27, CEps=1.6538, QPEps=0.6188)
Iter 154: .........*(NumConst=77, SV=25, CEps=1.7864, QPEps=0.7195)
Iter 155: .........*(NumConst=77, SV=28, CEps=1.3791, QPEps=0.5017)
Iter 156: .........*(NumConst=77, SV=26, CEps=1.7732, QPEps=0.5488)
Iter 157: .........*(NumConst=77, SV=28, CEps=2.1435, QPEps=0.6375)
Iter 158: .........*(NumConst=78, SV=25, CEps=1.4279, QPEps=0.6490)
Iter 159: .........*(NumConst=78, SV=28, CEps=1.3408, QPEps=0.5702)
Iter 160: .........*(NumConst=79, SV=28, CEps=1.3346, QPEps=0.5030)
Iter 161: .........*(NumConst=80, SV=26, CEps=1.8152, QPEps=0.6651)
Iter 162: .........*(NumConst=81, SV=27, CEps=1.0682, QPEps=0.5008)
Iter 163: .........*(NumConst=80, SV=28, CEps=1.3505, QPEps=0.4090)
Iter 164: .........*(NumConst=80, SV=27, CEps=1.0000, QPEps=0.3657)
Iter 165: .........*(NumConst=80, SV=27, CEps=1.1423, QPEps=0.4530)
Iter 166: .........*(NumConst=78, SV=30, CEps=1.2100, QPEps=0.4649)
Iter 167: .........*(NumConst=79, SV=30, CEps=1.2327, QPEps=0.4890)
Iter 168: .........*(NumConst=80, SV=25, CEps=1.0872, QPEps=0.4904)
Iter 169: .........*(NumConst=78, SV=25, CEps=0.7881, QPEps=0.3202)
Iter 170: .........*(NumConst=76, SV=24, CEps=1.1339, QPEps=0.3348)
Iter 171: .........*(NumConst=76, SV=26, CEps=0.6642, QPEps=0.2879)
Iter 172: .........*(NumConst=76, SV=25, CEps=1.2559, QPEps=0.2986)
Iter 173: .........*(NumConst=77, SV=24, CEps=0.9391, QPEps=0.2989)
Iter 174: .........*(NumConst=76, SV=25, CEps=0.8561, QPEps=0.3222)
Iter 175: .........*(NumConst=75, SV=26, CEps=0.7695, QPEps=0.2309)
Iter 176: .........*(NumConst=75, SV=24, CEps=1.2201, QPEps=0.1988)
Iter 177: .........*(NumConst=76, SV=25, CEps=0.8393, QPEps=0.2680)
Iter 178: .........*(NumConst=77, SV=26, CEps=0.7313, QPEps=0.1855)
Iter 179: .........*(NumConst=78, SV=25, CEps=0.7527, QPEps=0.3142)
Iter 180: .........*(NumConst=79, SV=26, CEps=0.7379, QPEps=0.2627)
Iter 181: .........*(NumConst=80, SV=25, CEps=0.9686, QPEps=0.2699)
Iter 182: .........*(NumConst=81, SV=26, CEps=0.6881, QPEps=0.2976)
Iter 183: .........*(NumConst=82, SV=29, CEps=0.6328, QPEps=0.2735)
Iter 184: .........*(NumConst=83, SV=27, CEps=0.8140, QPEps=0.2527)
Iter 185: .........(NumConst=83, SV=27, CEps=0.4931, QPEps=0.2527)
Final epsilon on KKT-Conditions: 0.49314
Upper bound on duality gap: 0.46618
Dual objective value: dval=273.21044
Primal objective value: pval=273.67662
Total number of constraints in final working set: 83 (of 184)
Number of iterations: 185
Number of calls to 'find_most_violated_constraint': 16650
Number of SV: 27 
Norm of weight vector: |w|=3.34643
Value of slack variable (on working set): xi=267.67920
Value of slack variable (global): xi=268.07731
Norm of longest difference vector: ||Psi(x,y)-Psi(x,ybar)||=579.73406
Runtime in cpu-seconds: 0.75
Compacting linear model...done
Writing learned model...done